{"id":"W4408089630","doi":"10.1002/brb3.70387","title":"Cognitive Function Deficits Associated With Type 2 Diabetes and Retinopathy: Volumetric Brain MR Imaging Study","year":2025,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Medicine; Diabetic retinopathy; Retinopathy; Neuroimaging; Cognition; Brain function; Brain size; Diabetes mellitus; Neuroscience; Magnetic resonance imaging; Psychology; Radiology; Endocrinology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001154778,0.0001287858,0.0001940623,0.0001540047,0.0001112855,0.0000421934,0.00001592482,0.00003331517,0.00001989658],"category_scores_gemma":[0.0003590382,0.00009769528,0.00002288166,0.0004219651,0.00005238458,0.00004952562,0.0000271287,0.00007992352,0.000003005992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002453222,"about_ca_system_score_gemma":0.00003949673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002423099,"about_ca_topic_score_gemma":0.00001523439,"domain_scores_codex":[0.9992762,0.00005858973,0.0001127243,0.0002603505,0.0001330693,0.0001591147],"domain_scores_gemma":[0.9994928,0.0001775177,0.00004580596,0.00007464076,0.0001238434,0.00008540062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002267898,0.0009321963,0.9617112,0.00002272094,0.0001032857,0.00009265922,0.00007660559,1.004456e-8,0.0002799194,0.000005469874,0.0003000063,0.03624916],"study_design_scores_gemma":[0.003510605,0.001478593,0.9916878,0.0002178078,0.002081157,0.000004966387,0.0008128865,0.00002829111,0.00004562877,0.0000094051,0.00002907232,0.00009376332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972383,0.001309313,0.000005042242,0.0002436962,0.00005789027,0.0007226875,0.00001960007,0.00004497316,0.0003584372],"genre_scores_gemma":[0.9975473,0.00001114133,0.000009345647,0.0005365654,0.00001303034,0.00005496267,0.00008727003,0.00001272414,0.001727676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0361554,"threshold_uncertainty_score":0.3983898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221129464209304,"score_gpt":0.2842442584235803,"score_spread":0.2720329637814872,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}